I've never heard a police helicopter at night in the country where I live (UK). I rarely see or hear them at all.
Edit: After googling, it looks like there are about 2000 police helicopters in the US, but only 20 in the UK. As far as I can tell, there are the same number of police helicopters in LA as across the whole of the UK.